Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
☆423Jan 9, 2026Updated 2 months ago
Alternatives and similar repositories for AIJack
Users that are interested in AIJack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Breaching privacy in federated learning scenarios for vision and text☆316Jan 24, 2026Updated 2 months ago
- Algorithms to recover input data from their gradient signal through a neural network☆317Apr 14, 2023Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 2 years ago
- ☆10Apr 21, 2022Updated 3 years ago
- ☆36Jan 5, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆15Aug 29, 2023Updated 2 years ago
- A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".☆62Oct 24, 2022Updated 3 years ago
- The code for "Improved Deep Leakage from Gradients" (iDLG).☆166Mar 4, 2021Updated 5 years ago
- An easy-to-use federated learning platform☆1,524Aug 10, 2024Updated last year
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆703Apr 26, 2025Updated 11 months ago
- ☆164Dec 23, 2022Updated 3 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆18Mar 3, 2023Updated 3 years ago
- ☆371Jan 4, 2026Updated 2 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,071May 30, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Feb 26, 2024Updated 2 years ago
- Training PyTorch models with differential privacy☆1,917Mar 16, 2026Updated 2 weeks ago
- [NeurIPS 2019] Deep Leakage From Gradients☆476Apr 17, 2022Updated 3 years ago
- GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding m…☆203May 7, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,093Jan 25, 2026Updated 2 months ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,965Oct 5, 2025Updated 5 months ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆86Jun 27, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆314Jul 25, 2024Updated last year
- A library for running membership inference attacks against ML models☆150Dec 8, 2022Updated 3 years ago
- Secure Inference Resilient Against Malicious Clients☆15May 3, 2022Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆822Oct 20, 2025Updated 5 months ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Apr 9, 2024Updated last year
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆377Feb 5, 2023Updated 3 years ago
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆179Oct 24, 2024Updated last year
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆383Sep 2, 2025Updated 6 months ago
- An awesome list of papers on privacy attacks against machine learning☆633Mar 18, 2024Updated 2 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆747Updated this week
- FedMD: Heterogenous Federated Learning via Model Distillation☆163Jun 3, 2021Updated 4 years ago
- Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"☆33Feb 28, 2022Updated 4 years ago